SwinIR: Image Restoration Using Swin Transformer

23 August 2021

Luc Van Gool

Radu Timofte

ViT

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Papers citing "SwinIR: Image Restoration Using Swin Transformer"

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Title
PromptCIR: Blind Compressed Image Restoration with Prompt Learning Bingchen Li Xin Li Yiting Lu Ruoyu Feng Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen 42 13 0 26 Apr 2024
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention Zhenghong Li Jiaxiang Ren Wensheng Cheng C. Du Yingtian Pan Haibin Ling 50 0 0 26 Apr 2024
ResVR: Joint Rescaling and Viewport Rendering of Omnidirectional Images Weiqi Li Shijie Zhao Bin Chen Xinhua Cheng Junli Li Li Zhang Jian Zhang 36 3 0 25 Apr 2024
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation H. Ateş S. Yildirim B. Gunturk SupR 28 16 0 25 Apr 2024
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey Marcos V. Conde Zhijun Lei Wen Li Cosmin Stejerean Ioannis Katsavounidis ... Tae-hyun Jeong Yoonmo Yang Jae-Gon Kim Jinwoo Jeong Sunjei Kim 58 10 0 25 Apr 2024
Latent Modulated Function for Computational Optimal Continuous Image Representation Zongyao He Zhi Jin SupR 29 11 0 25 Apr 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte Jianxing Zhang Jia Li ... Jun Chen Jinyang Yu Kele Xu Qisheng Xu Yong Dou SupR 33 13 0 24 Apr 2024
SC-HVPPNet: Spatial and Channel Hybrid-Attention Video Post-Processing Network with CNN and Transformer Tong Zhang Wenxue Cui Shao-Bin Liu Feng Jiang 33 1 0 23 Apr 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution Cyprien Arnold Philippe Jouvet Lama Seoud 39 0 0 22 Apr 2024
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 30 5 0 22 Apr 2024
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer Wei Dong Han Zhou Yuqiong Tian Jingke Sun Xiaohong Liu Guangtao Zhai Jun Chen ViT 44 8 0 18 Apr 2024
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 41 1 0 18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 48 16 0 17 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 34 1 0 17 Apr 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 44 6 0 17 Apr 2024
ReWiTe: Realistic Wide-angle and Telephoto Dual Camera Fusion Dataset via Beam Splitter Camera Rig Chunli Peng Xuan Dong Tiantian Cao Zhengqing Li Kun Dong Weixin Li 37 0 0 16 Apr 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report Bin Ren Yawei Li Nancy Mehta Radu Timofte Hongyuan Yu ... P. Yashaswini Chaitra Desai R. Tabib Ujwala Patil U. Mudenagudi SupR 47 34 0 16 Apr 2024
SRGS: Super-Resolution 3D Gaussian Splatting Xiang Feng Yongbo He Yubo Wang Yan Yang Wen Li Yifei Chen Zhenzhong Kuang Jiajun Ding Jianping Fan Jun Yu 33 5 0 16 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 39 33 0 15 Apr 2024
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 35 11 0 15 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 51 11 0 15 Apr 2024
Super-resolution of biomedical volumes with 2D supervision Cheng Jiang Alexander Gedeon Yiwei Lyu Eric Landgraf Yufeng Zhang X. Hou A. Kondepudi Asadur Chowdury Honglak Lee Todd C. Hollon 34 1 0 15 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 42 13 0 13 Apr 2024
Overcoming Scene Context Constraints for Object Detection in wild using Defilters Vamshi Krishna Kancharla Neelam Sinha 32 0 0 12 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 50 2 0 12 Apr 2024
Multi-view Aggregation Network for Dichotomous Image Segmentation Qian Yu Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 45 15 0 11 Apr 2024
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures Arkaprabha Basu Kushal Bose S. S. Mullick A. Chakrabarty Swagatam Das 29 1 0 09 Apr 2024
LIPT: Latency-aware Image Processing Transformer Junbo Qiao Wei Li Haizhen Xie Hanting Chen Yunshuai Zhou Zhijun Tu Jie Hu Shaohui Lin SupR VLM 39 1 0 09 Apr 2024
Space-Time Video Super-resolution with Neural Operator Yuantong Zhang Hanyou Zheng Daiqin Yang Zhenzhong Chen Haichuan Ma Wenpeng Ding SupR 32 0 0 09 Apr 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 73 1 0 08 Apr 2024
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging Gang Qu Ping Wang Xin Yuan MedIm 32 1 0 07 Apr 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 38 17 0 07 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 48 0 0 06 Apr 2024
RaFE: Generative Radiance Fields Restoration Zhongkai Wu Bo Liu Jing Zhang Jing Liao Dong Xu 38 1 0 04 Apr 2024
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior Yiming Zhang Zhe Wang Xinjie Li Yunchen Yuan Chengsong Zhang Xiao Sun Zhihang Zhong Jian Wang DiffM 37 1 0 04 Apr 2024
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss Yunfan Lu Yijie Xu Wenzong Ma Weiyu Guo Hui Xiong 34 2 0 03 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 40 1 0 03 Apr 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients Woo Kyoung Han Sunghoon Im Jaedeok Kim Kyong Hwan Jin 40 2 0 03 Apr 2024
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation Rui Xie Ying Tai Chen Zhao Kai Zhang Zhenyu Zhang Jun Zhou Xiaoqian Ye Qian Wang Jian Yang 42 23 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 35 2 0 02 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 32 33 0 31 Mar 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 44 4 0 31 Mar 2024
Spread Your Wings: A Radial Strip Transformer for Image Deblurring Duosheng Chen Shihao Zhou Jinshan Pan Jinglei Shi Lishen Qu Jufeng Yang ViT 29 0 0 30 Mar 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Lishen Qu Jufeng Yang VLM 26 3 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 40 2 0 30 Mar 2024
Exploiting Self-Supervised Constraints in Image Super-Resolution Gang Wu Junjun Jiang Kui Jiang Xianming Liu 40 0 0 30 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 43 13 0 29 Mar 2024
Towards Image Ambient Lighting Normalization Florin-Alexandru Vasluianu Tim Seizinger Zongwei Wu Rakesh Ranjan Radu Timofte DiffM 52 2 0 27 Mar 2024
Ship in Sight: Diffusion Models for Ship-Image Super Resolution Luigi Sigillo R. F. Gramaccioni Alessandro Nicolosi Danilo Comminiello 23 3 0 27 Mar 2024